Triple

T17637960
Position Surface form Disambiguated ID Type / Status
Subject Randy Travis E429146 entity
Predicate spouse P13 FINISHED
Object Elizabeth Hatcher-Travis
Elizabeth Hatcher-Travis is an American music manager and businesswoman best known for managing and later marrying country music star Randy Travis.
 E1279578 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Elizabeth Hatcher-Travis | Statement: [Randy Travis, spouse, Elizabeth Hatcher-Travis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Hatcher-Travis
Context triple: [Randy Travis, spouse, Elizabeth Hatcher-Travis]
  • A. Elizabeth Hanks
    Elizabeth Hanks is an American actress and writer, known for her supporting roles in films like "Forrest Gump" and for being the daughter of actor Tom Hanks.
  • B. Ruthellyn Hatcher
    Ruthellyn Hatcher is best known as the wife of Richard Gordon Hatcher, the pioneering African American mayor of Gary, Indiana.
  • C. Rebecca Trotman
    Rebecca Trotman is a film editor known for her work on the movie "Twice Upon a Time."
  • D. Mary Tracy
    Mary Tracy was an English gentlewoman of the early 17th century, known primarily as the mother of Anne Vere, who married into the prominent Vere family.
  • E. Sarah Trevis
    Sarah Trevis is a British casting director known for her work in film, television, and theatre, and for her former marriage to actor Dougray Scott.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Elizabeth Hatcher-Travis
Triple: [Randy Travis, spouse, Elizabeth Hatcher-Travis]
Generated description
Elizabeth Hatcher-Travis is an American music manager and businesswoman best known for managing and later marrying country music star Randy Travis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elizabeth Hatcher-Travis
Target entity description: Elizabeth Hatcher-Travis is an American music manager and businesswoman best known for managing and later marrying country music star Randy Travis.
  • A. Elizabeth Hanks
    Elizabeth Hanks is an American actress and writer, known for her supporting roles in films like "Forrest Gump" and for being the daughter of actor Tom Hanks.
  • B. Ruthellyn Hatcher
    Ruthellyn Hatcher is best known as the wife of Richard Gordon Hatcher, the pioneering African American mayor of Gary, Indiana.
  • C. Rebecca Trotman
    Rebecca Trotman is a film editor known for her work on the movie "Twice Upon a Time."
  • D. Mary Tracy
    Mary Tracy was an English gentlewoman of the early 17th century, known primarily as the mother of Anne Vere, who married into the prominent Vere family.
  • E. Sarah Trevis
    Sarah Trevis is a British casting director known for her work in film, television, and theatre, and for her former marriage to actor Dougray Scott.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46de2c85c819087e17a9ff93e4964 completed April 19, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020aa46654819096d3446bc44b6e19 completed May 11, 2026, 4:58 p.m.
NEDg Description generation batch_6a020ccdc5c88190ac52345c0f019465 completed May 11, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_6a020d4d60c0819082913be0617315f1 completed May 11, 2026, 5:09 p.m.
Created at: April 10, 2026, 5:58 a.m.